DocumentCode
2888777
Title
A Corrosion Diagnosis Approach for Grounding Grids Based on Tabu Search Algorithm
Author
Liu, Jian ; Wang, Jian-xin ; Wang, Sen
Author_Institution
Electr. & Control Eng. Coll., Xi´´an Univ. of Sci. & Technol.
fYear
2006
fDate
13-16 Aug. 2006
Firstpage
1088
Lastpage
1091
Abstract
In order to detect the corrosion of grounding grids, a corrosion diagnosis approach based on Tabu search (TS) algorithm is put forward. A grounding grid is excited between couples of touchable nodes by a current source. Some voltages of touchable nodes are measured in each excitation. Minimizing the energy of the error between testing voltages and evaluation voltages is used as the index. The designed values of branches are used as the initial values. A Tabu list is formed for the branches. In each step of iteration, the resistance of each branch is increased and decreased with a certain value, respectively, forming a set of neighborhood. The aspiration criterion and stop criterion are adopted. An experimental grounding grid with sixty branches is used as an example to show the feasibility of the proposed approach. It is also shown that the proposed approach has the advantage of less sensitivity to testing errors
Keywords
corrosion; earthing; fault diagnosis; optimisation; search problems; Tabu list; Tabu search algorithm; aspiration criterion; corrosion detection; corrosion diagnosis approach; energy minimization; grounding grid; stop criterion; testing error; touchable node; Corrosion; Current measurement; Cybernetics; Electrical resistance measurement; Grounding; Iterative algorithms; Machine learning; Machine learning algorithms; Nonlinear equations; Power systems; Testing; Voltage; Grounding grids; Tabu search algorithm; corrosion; diagnosis;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location
Dalian, China
Print_ISBN
1-4244-0061-9
Type
conf
DOI
10.1109/ICMLC.2006.258565
Filename
4028225
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